Title
FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire Jinglin Liu Yi Ren Zhou Zhao Chen Zhang Baoxing Huai Jing Yuan 14 11 0 06 Aug 2020
DeLighT: Deep and Light-weight Transformer Sachin Mehta Marjan Ghazvininejad Srini Iyer Luke Zettlemoyer Hannaneh Hajishirzi VLM 33 32 0 03 Aug 2020
Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation Xin Liu Yi Ren Jiefu Ou Chen Zhang Yangqiu Song Zhou Zhao Tie-Yan Liu 22 2 0 17 Jul 2020
Neural Composition: Learning to Generate from Multiple Models Denis Filimonov R. Gadde Ariya Rastrow 18 3 0 10 Jul 2020
Learning Graph Structure With A Finite-State Automaton Layer Daniel D. Johnson Hugo Larochelle Daniel Tarlow GNN AI4CE 19 17 0 09 Jul 2020
Best-First Beam Search Clara Meister Tim Vieira Ryan Cotterell 16 71 0 08 Jul 2020
Announcing CzEng 2.0 Parallel Corpus with over 2 Gigawords Tom Kocmi Martin Popel Ondrej Bojar 6 38 0 06 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 59 82 0 02 Jul 2020
UWSpeech: Speech to Speech Translation for Unwritten Languages Chen Zhang Xu Tan Yi Ren Tao Qin Ke-jun Zhang Tie-Yan Liu 9 52 0 14 Jun 2020
FinEst BERT and CroSloEngual BERT: less is more in multilingual models Matej Ulvcar Marko Robnik-Šikonja 19 48 0 14 Jun 2020
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers Tim Z. Xiao Aidan Gomez Y. Gal UQLM 15 33 0 08 Jun 2020
$O(n)$ Connections are Expressive Enough: Universal Approximability of Sparse Transformers Chulhee Yun Yin-Wen Chang Srinadh Bhojanapalli A. S. Rawat Sashank J. Reddi Sanjiv Kumar 6 78 0 08 Jun 2020
ELITR Non-Native Speech Translation at IWSLT 2020 Dominik Machávcek Jonávs Kratochvíl Sangeet Sagar Matúvs vZilinec Ondrej Bojar T. Nguyen Felix Schneider P. Williams Yuekun Yao 11 11 0 05 Jun 2020
Applying the Transformer to Character-level Transduction Shijie Wu Ryan Cotterell Mans Hulden AI4CE 17 102 0 20 May 2020
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information Emanuele Bugliarello Sabrina J. Mielke Antonios Anastasopoulos Ryan Cotterell Naoaki Okazaki 36 23 0 05 May 2020
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture Christopher Brix Parnia Bahar Hermann Ney 8 38 0 04 May 2020
Using Context in Neural Machine Translation Training Objectives Danielle Saunders Felix Stahlberg Bill Byrne 19 20 0 04 May 2020
Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques Narinder Singh Punn S. K. Sonbhadra Sonali Agarwal Gaurav Rai 31 240 0 04 May 2020
Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing Clara Meister Elizabeth Salesky Ryan Cotterell UQCV 8 61 0 02 May 2020
ESPnet-ST: All-in-One Speech Translation Toolkit Hirofumi Inaguma Shun Kiyono Kevin Duh Shigeki Karita Nelson Yalta Tomoki Hayashi Shinji Watanabe 33 161 0 21 Apr 2020
Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Joongbo Shin Yoonhyung Lee Seunghyun Yoon Kyomin Jung OOD 25 12 0 17 Apr 2020
Non-Autoregressive Machine Translation with Latent Alignments Chitwan Saharia William Chan Saurabh Saxena Mohammad Norouzi 19 157 0 16 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 24 137 0 09 Apr 2020
Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers Shijian Li R. Walls Tian Guo 31 23 0 07 Apr 2020
AR: Auto-Repair the Synthetic Data for Neural Machine Translation Shanbo Cheng Shaohui Kuang Rongxiang Weng Heng Yu Changfeng Zhu Weihua Luo SyDa 25 3 0 05 Apr 2020
On-the-Fly Adaptation of Source Code Models using Meta-Learning Disha Shrivastava Hugo Larochelle Daniel Tarlow TTA 12 6 0 26 Mar 2020
VisuoSpatial Foresight for Multi-Step, Multi-Task Fabric Manipulation Ryan Hoque Daniel Seita Ashwin Balakrishna Aditya Ganapathi A. Tanwani Nawid Jamali K. Yamane Soshi Iba Ken Goldberg 61 99 0 19 Mar 2020
Capturing document context inside sentence-level neural machine translation models with self-training Elman Mansimov Gábor Melis Lei Yu 41 13 0 11 Mar 2020
Teaching Temporal Logics to Neural Networks Christopher Hahn Frederik Schmitt Jens U. Kreber M. Rabe Bernd Finkbeiner NAI 29 66 0 06 Mar 2020
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers Zhuohan Li Eric Wallace Sheng Shen Kevin Lin Kurt Keutzer Dan Klein Joseph E. Gonzalez 22 148 0 26 Feb 2020
Sparse Sinkhorn Attention Yi Tay Dara Bahri Liu Yang Donald Metzler Da-Cheng Juan 23 330 0 26 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 22 138 0 18 Feb 2020
Controlling Computation versus Quality for Neural Sequence Models Ankur Bapna N. Arivazhagan Orhan Firat 24 30 0 17 Feb 2020
Low-Rank Bottleneck in Multi-head Attention Models Srinadh Bhojanapalli Chulhee Yun A. S. Rawat Sashank J. Reddi Sanjiv Kumar 24 94 0 17 Feb 2020
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Carlos Aspillaga Andrés Carvallo Vladimir Araujo ELM 44 31 0 14 Feb 2020
On Layer Normalization in the Transformer Architecture Ruibin Xiong Yunchang Yang Di He Kai Zheng Shuxin Zheng Chen Xing Huishuai Zhang Yanyan Lan Liwei Wang Tie-Yan Liu AI4CE 19 949 0 12 Feb 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 42 924 0 27 Jan 2020
Pre-training via Leveraging Assisting Languages and Data Selection for Neural Machine Translation Haiyue Song Raj Dabre Zhuoyuan Mao Fei Cheng Sadao Kurohashi Eiichiro Sumita 11 2 0 23 Jan 2020
Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks Léopold Cambier Anahita Bhiwandiwalla Ting Gong M. Nekuii Oguz H. Elibol Hanlin Tang MQ 21 48 0 16 Jan 2020
Learning Accurate Integer Transformer Machine-Translation Models Ephrem Wu 11 4 0 03 Jan 2020
Learning from Learning Machines: Optimisation, Rules, and Social Norms Travis LaCroix Yoshua Bengio 28 7 0 29 Dec 2019
Synthetic Datasets for Neural Program Synthesis Richard Shin Neel Kant Kavi Gupta Christopher M. Bender Brandon Trabucco Rishabh Singh D. Song NAI 16 45 0 27 Dec 2019
Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation Haiyue Song Raj Dabre Atsushi Fujita Sadao Kurohashi 30 4 0 26 Dec 2019
Learning and Evaluating Contextual Embedding of Source Code Aditya Kanade Petros Maniatis Gogul Balakrishnan Kensen Shi ELM 19 76 0 21 Dec 2019
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 21 347 0 20 Dec 2019
A Survey on Document-level Neural Machine Translation: Methods and Evaluation Sameen Maruf Fahimeh Saleh Gholamreza Haffari AI4TS 30 23 0 18 Dec 2019
In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks Fiorella Artuso Giuseppe Antonio Di Luna Luca Massarelli Leonardo Querzoni 10 5 0 17 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 49 395 0 11 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 312 0 04 Dec 2019
Neural Academic Paper Generation Samet Demir Uras Mutlu Özgür Özdemir 21 3 0 02 Dec 2019